马秀莉
教育背景
2003 北京大学计算机科学技术系 博士
研究领域
数据库、数据挖掘、面向大规模实时监测中时空数据的分析和挖掘、面向多维数据的分析和挖掘、基于生物网络的挖掘
学术成果
论著
Xiuli Ma, Guangyu Zhou, Jingbo Shang, Jingjing Wang, Jian Peng, Jiawei Han. Detection of Complexes in Biological Networks through Diversified Dense Subgraphs Mining. Journal of Computational Biology, Vol.24, No.9, pp.923-941, 2017.
Xiuli Ma, Guangyu Zhou, Jingjing Wang, Jian Peng, Jiawei Han. Complexes Detection in Biological Networks via Diversified Dense Subgraphs Mining. Proceedings of the 20th Annual Conference on Research in Computational Molecular Biology (RECOMB 2016), pp.270-272, Santa Monica, CA, USA, April 17-21, 2016.
C. Zhang, Y. Zheng, X. Ma, J. Han, "Assembler: Efficient Discovery of Spatial Coevolving Patterns in Massive Geosensory Data", in Proc. of 2015 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'15), pp.1415-1424, Sydney, Australia, Aug. 2015.
Xiuli Ma, Hongmei Xiao, Shuiyuan Xie, Qiong Li, Qiong Luo, Chunhua Tian. Continuous, Online Monitoring and Analysis in Large Water Distribution Networks. In 27th IEEE International Conference on Data Engineering (ICDE 2011), pp.1332-1335, Hannover, April 11-16, 2011.
Xiuli Ma, Haifeng Hu, Shuangfeng Li, Honemei Xiao, Qiong Luo, Dongqing Yang, Shiwei Tang. DHC: Distributed, Hierarchical Clustering in Sensor Networks. Journal of Computer Science and Technology, 26(4): 643-662, July 2011.
科研项目
基于概要模式的大规模持续实时监测与分析的理论与方法研究
国家自然科学基金项目，负责人， 2012.1~2014.12
蛋白质交互网络中基于密集子图挖掘的蛋白复合体检测的理论与方法研究
北京大学医学-信息科学联合研究基金项目，负责人， 2016.8~2017.12
Monitoring, analysis and outbreak detection in large water distribution network (大规模供水网络中监测、分析和爆发检测研究)
IBM 共享大学研究项目(Shared University Research，SUR), 负责人, 2009.9~2010.9
面向多维数据的自动导航和知识发现的理论与方法研究
国家自然科学基金项目，技术负责人，2005.1~2007.12
学术任职
以下学术期刊和学术会议的评审人：
IEEE Trans. On Knowledge and Data Engineering
Journal of Computer Science and Technology
Journal of Software
SIGMOD 2016
KDD 2015
EDBT 2015
SDM 2015
ADMA 2011 – 2014
ICEBE 2010
FSKD 2008 - 2010[1]